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transkribus-mcp-server

by lazyants

Get KWS Query Hits

transkribus_kws_get_hits
Read-onlyIdempotent

Retrieve keyword spotting query results from a Transkribus resource. Filter by keyword, offset, and result count.

Instructions

Get hits for a keyword spotting query.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesResource ID
indexNoStart index (0-based)
nValuesNoNumber of results
keywordNoFilter by keyword
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and idempotentHint=true. The description adds no behavioral context beyond restating the purpose. It does not disclose pagination behavior, result order, or what happens when no hits are found.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence with no extraneous information. Every word contributes to conveying the core functionality.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the absence of an output schema and the tool's role in a retrieval workflow, the description is too sparse. It does not explain what 'hits' represent, how to interpret results, or how this tool fits into the KWS process (e.g., after query creation).

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so parameters are fully described in the schema. The description adds no additional meaning beyond what the schema provides. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the action ('Get hits') and resource ('for a keyword spotting query'), distinguishing it from sibling tools like transkribus_kws_create_query (creates queries) and transkribus_kws_get_keywords (retrieves keywords). The purpose is unambiguous.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is provided on when to use this tool vs. alternatives. It does not mention prerequisites (e.g., a query must already exist), nor does it explain the relationship to siblings like transkribus_kws_list_queries or transkribus_kws_get_result_data.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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